A few of your past answers haven't been perfectly-been given, and you simply're in danger of being blocked from answering.
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user211037 4123711 two The usage of "from numpy import *" is a foul practice. It pollutes the global namespace. "import numpy as np" is healthier. For those who have particular capabilities you utilize a great deal, and you are Uninterested in writing np.
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I have a a lot better understanding of the *apply functions, together with making use of combination and xtabs to replicate pivot tables in Excel. This will be really helpful for the sort of data Investigation function I do
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In any occasion, the issue is in update_r. You reference vs in the primary useful site line of update_r Regardless that vs is not defined Within this operate. Python just isn't taking a look at the vs defined over. Consider incorporating